Document Image Analysis: Current Trends and Challenges in Graphics Recognition - Softcover

Santosh, K.C.

 
9789811347696: Document Image Analysis: Current Trends and Challenges in Graphics Recognition

Synopsis

The book focuses on one of the key issues in document image processing – graphical symbol recognition, which is a sub-field of the larger research domain of pattern recognition. It covers several approaches: statistical, structural and syntactic, and discusses their merits and demerits considering the context. Through comprehensive experiments, it also explores whether these approaches can be combined.

The book presents research problems, state-of-the-art methods that convey basic steps as well as prominent techniques, evaluation metrics and protocols, and research standpoints/directions that are associated with it. However, it is not limited to straightforward isolated graphics (visual patterns) recognition; it also addresses complex and composite graphical symbols recognition, which is motivated by real-world industrial problems.

"synopsis" may belong to another edition of this title.

From the Back Cover

The book focuses on one of the key issues in document image processing – graphical symbol recognition, which is a sub-field of the larger research domain of pattern recognition. It covers several approaches: statistical, structural and syntactic, and discusses their merits and demerits considering the context. Through comprehensive experiments, it also explores whether these approaches can be combined.

The book presents research problems, state-of-the-art methods that convey basic steps as well as prominent techniques, evaluation metrics and protocols, and research standpoints/directions that are associated with it. However, it is not limited to straightforward isolated graphics (visual patterns) recognition; it also addresses complex and composite graphical symbols recognition, which is motivated by real-world industrial problems.

"About this title" may belong to another edition of this title.

Other Popular Editions of the Same Title

9789811323386: Document Image Analysis: Current Trends and Challenges in Graphics Recognition

Featured Edition

ISBN 10:  9811323380 ISBN 13:  9789811323386
Publisher: Springer, 2018
Hardcover